At Penguicon 5.0 in 2007, Ann Marie Steichman presents her findings After traveling across country (or at least SE Michigan) interviewing random people on whether they considered themselves geeks and why. Also gives out prizes to panel attendees who are willing to subject themselves to ruthless probing and prodding in her quest to find the ultimate geek.